I reproduced the dataset preprocessing script. And this model cannot be reproduced.

[Yifan-Song793]

trafficstars

Here is my script: script I rewrite the whole model and find that it always predict 'O' for entity and 'no-relation' for relationship. The gold label for entity and relation is too sparse and the model is very difficult to train.